专题:Target Tracking and Data Fusion in Sensor Networks

This cluster of papers focuses on particle filtering and nonlinear estimation methods, including Kalman filters, Monte Carlo methods, sensor fusion, sequential Monte Carlo, Gaussian filters, and Bayesian inference. The papers cover a wide range of applications such as state estimation, multitarget tracking, and sensor network management.
最新文献
Preliminary Validation of a COLREGs-Compliant Navigation Framework Using LiDAR and RGB Data Fusion

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Flow-based Bayesian filtering for high-dimensional nonlinear stochastic dynamical systems

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Noise-Adaptive GNSS/INS Fusion Positioning for Autonomous Driving in Complex Environments

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Robust data-driven Kalman filtering for unknown linear systems using maximum likelihood optimization

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Extended Object Tracking Using a Gaussian Process Extent Model and Scene Flow-LiDAR Fusion

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Nonlinear Regressive Maximum Correntropy Extended Kalman Filter with Student’s t-kernel for GPS Navigation

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Decentralised Variational Inference Frameworks for Multi-object Tracking on Sensor Networks

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Multi-target Passive Tracking for Multi-spacecraft with Limited Fields-of-View

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Adaptive Multi-Timescale Particle Filter for Nonlinear State Estimation in Wastewater Treatment: A Bayesian Fusion Approach with Entropy-Driven Feature Extraction

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On the effects of modeling errors on distributed continuous-time filtering

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近5年高被引文献
Applied mathematics in integrated navigation systems

book Full Text OpenAlex 557 FWCI9.141

KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics

article Full Text OpenAlex 236 FWCI29.518

Performance of NIRCam on JWST in Flight

article Full Text OpenAlex 236 FWCI51.999

A Review on Kalman Filter Models

review Full Text OpenAlex 221 FWCI5.731

Robust Target Recognition and Tracking of Self-Driving Cars With Radar and Camera Information Fusion Under Severe Weather Conditions

article Full Text OpenAlex 219 FWCI15.561

Recursive filtering of networked nonlinear systems: a survey

article Full Text OpenAlex 206 FWCI22.418

Event-Based Adaptive NN Fixed-Time Cooperative Formation for Multiagent Systems

article Full Text OpenAlex 172 FWCI26.503

Detection of signals in noise

book-chapter Full Text OpenAlex 166 FWCI7.093

Factor graph optimization for GNSS/INS integration: A comparison with the extended Kalman filter

article Full Text OpenAlex 156 FWCI18.148

Model-Based Deep Learning

article Full Text OpenAlex 154 FWCI26.222